~/talks

Michael Hunger

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titleconferencedate
Build Intelligent AI Agents With Context EngineeringNODES AI 20262026-04-15
Claims that engineering what goes into an LLM’s context—not bigger windows—cuts failures by steering retrieval, tool use, and memory. Uses graph RAG and a…
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Live Q&ANODES 20252025-11-06
Live Q&A covers concrete Neo4j updates and production patterns: Aura Agents preview (launched Oct 2) already shows about 800 agents created, Neo4j adds…
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MCP for LLM Agents, Infrastructure APIs & Data ServicesAI-fokus 20252025-06-10
Explains how the Model Context Protocol makes tool calling reusable by wrapping REST/DB APIs as MCP servers and connecting them to clients like Cloud Desktop…
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Data-Empowered AI AssistantsAI-fokus 20252025-06-10
Claims that consolidating metadata into a Neo4j knowledge graph gives AI assistants contextual access rather than fragmentary vector hits, combines node…
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Practical GraphRAG - Making LLMs smarter with Knowledge GraphsDevoxx Belgium 20242024-10-07
Shows that combining high‑fidelity knowledge graphs with RAG outperforms plain vector fragments: text is parsed into entities and relationships, clustered with…
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Easing the daily grind with the awesome JDK command line toolsØredev 20222022-11-08
Brief demos show actual commands and outcomes: jshell with Loom virtual threads runs short examples inline, jbang temporary project pulls Maven deps and opens…
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Building secure GraphQL APIs without the BoilerplateJfokus 20222022-05-02
Builds a working GraphQL API for a conference system backed by Neo4j, importing jFokus JSON, generated type definitions from the graph, and auto‑creating…
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Meetup Recommendations with MicronautVoxxed Days Zurich 20192019-03-19
Builds a federated meetup recommender that ingests meetup.com RSVP streaming API via a reactive HTTP client and publishes each RSVP into Kafka, uses Redis for…
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Using Open Source Tech to Unearth the Stories of the Panama PapersGOTO Copenhagen 20162016-10-03
The Panama Papers effort processes 11M documents / 2.6TB with OCR (Nuix on 35 AWS instances), Apache Tika and Solr for extraction and search, then loads a…
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Artistic Spring Data Neo4j 3.x with Spring Boot and Van GoghSpringOne2GX 20142014-09-08
A Van Gogh life-mapping web app proves the claim that a graph model makes journeys, paintings, museums and social data queryable one-to-one: data imported via…
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An Introduction to Spring DataSpringOne2GX 20122012-10-01
Spring Data presents a single programming model across JPA, Redis, MongoDB, HBase, Neo4j, GemFire and Hadoop, claiming a common repository API that…
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Query A Graph with ASCII ARTBerlin Buzzwords 20122012-06-04
Shows a pattern-matching approach to querying property graphs by drawing ASCII-art diagrams that map to node labels and relationship types; the diagrams…
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